{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "# 计算稀疏值\n",
    "分子是割值  分母是分成的两个集合点的数量的乘积"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import igraph as ig\n",
    "import matplotlib.pyplot as plt"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "data": {
      "text/plain": "    start  end\n0       0    1\n1       0    2\n2       0    3\n3       2    3\n4       1    4\n..    ...  ...\n82     10   19\n83     12   19\n84     15   19\n85     16   19\n86     17   19\n\n[87 rows x 2 columns]",
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>start</th>\n      <th>end</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>0</td>\n      <td>1</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>0</td>\n      <td>2</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>0</td>\n      <td>3</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>2</td>\n      <td>3</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>1</td>\n      <td>4</td>\n    </tr>\n    <tr>\n      <th>...</th>\n      <td>...</td>\n      <td>...</td>\n    </tr>\n    <tr>\n      <th>82</th>\n      <td>10</td>\n      <td>19</td>\n    </tr>\n    <tr>\n      <th>83</th>\n      <td>12</td>\n      <td>19</td>\n    </tr>\n    <tr>\n      <th>84</th>\n      <td>15</td>\n      <td>19</td>\n    </tr>\n    <tr>\n      <th>85</th>\n      <td>16</td>\n      <td>19</td>\n    </tr>\n    <tr>\n      <th>86</th>\n      <td>17</td>\n      <td>19</td>\n    </tr>\n  </tbody>\n</table>\n<p>87 rows × 2 columns</p>\n</div>"
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_table('rand_20_87.inp', sep=' ', usecols=['max', '20'], engine='python')\n",
    "df.columns = ['start', 'end']\n",
    "df"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "outputs": [
    {
     "data": {
      "text/plain": "array([[ 0,  1],\n       [ 0,  2],\n       [ 0,  3],\n       [ 2,  3],\n       [ 1,  4],\n       [ 2,  4],\n       [ 3,  4],\n       [ 1,  5],\n       [ 0,  6],\n       [ 1,  6],\n       [ 2,  6],\n       [ 3,  6],\n       [ 2,  7],\n       [ 3,  7],\n       [ 4,  7],\n       [ 1,  8],\n       [ 3,  8],\n       [ 4,  8],\n       [ 7,  8],\n       [ 1,  9],\n       [ 3,  9],\n       [ 4,  9],\n       [ 5,  9],\n       [ 1, 10],\n       [ 2, 10],\n       [ 6, 10],\n       [ 7, 10],\n       [ 1, 11],\n       [ 5, 11],\n       [ 8, 11],\n       [10, 11],\n       [ 1, 12],\n       [ 2, 12],\n       [ 3, 12],\n       [ 7, 12],\n       [ 9, 12],\n       [10, 12],\n       [ 6, 13],\n       [ 7, 13],\n       [ 8, 13],\n       [ 2, 14],\n       [ 5, 14],\n       [ 7, 14],\n       [10, 14],\n       [12, 14],\n       [10, 15],\n       [11, 15],\n       [13, 15],\n       [14, 15],\n       [ 0, 16],\n       [ 2, 16],\n       [ 4, 16],\n       [ 7, 16],\n       [ 8, 16],\n       [10, 16],\n       [12, 16],\n       [14, 16],\n       [ 0, 17],\n       [ 1, 17],\n       [ 3, 17],\n       [ 4, 17],\n       [ 5, 17],\n       [ 6, 17],\n       [ 9, 17],\n       [10, 17],\n       [12, 17],\n       [13, 17],\n       [15, 17],\n       [16, 17],\n       [ 2, 18],\n       [ 4, 18],\n       [ 8, 18],\n       [ 9, 18],\n       [11, 18],\n       [12, 18],\n       [15, 18],\n       [16, 18],\n       [17, 18],\n       [ 0, 19],\n       [ 1, 19],\n       [ 3, 19],\n       [ 6, 19],\n       [10, 19],\n       [12, 19],\n       [15, 19],\n       [16, 19],\n       [17, 19]], dtype=int64)"
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edges = df.to_numpy()\n",
    "edges"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [],
   "source": [
    "g = ig.Graph(20, df.to_numpy())"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "outputs": [],
   "source": [
    "id_list = list(range(0, 19))\n",
    "g.vs[\"id\"] = id_list"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 500x500 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(5, 5))\n",
    "ig.plot(\n",
    "    g,\n",
    "    target=ax,\n",
    "    layout=\"circle\",  # print nodes in a circular layout\n",
    "    vertex_size=0.15,\n",
    "    vertex_frame_width=4.0,\n",
    "    vertex_frame_color=\"white\",\n",
    "    vertex_label=g.vs[\"id\"],\n",
    "    vertex_label_size=7.0\n",
    ")\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "is_executing": true
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
